Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "66" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 247 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 229 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
--------------------------------------------------------------------------- KeyError Traceback (most recent call last) ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3360 try: -> 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() KeyError: 'Ant' The above exception was the direct cause of the following exception: KeyError Traceback (most recent call last) /tmp/ipykernel_31609/3863632283.py in <module> 8 # Add this day to the antenna 9 row = df.loc[n] ---> 10 antnum = row['Ant'] 11 if antnum != int(antenna): 12 continue ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key) 940 941 elif key_is_scalar: --> 942 return self._get_value(key) 943 944 if is_hashable(key): ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable) 1049 1050 # Similar to Index.get_value, but we do not fall back to positional -> 1051 loc = self.index.get_loc(label) 1052 return self.index._get_values_for_loc(self, loc, label) 1053 ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: -> 3363 raise KeyError(key) from err 3364 3365 if is_scalar(key) and isna(key) and not self.hasnans: KeyError: 'Ant'
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 44.061396 | 10.048175 | 65.130714 | 80.499470 | 20.554500 | 26.818741 | 35.065922 | 32.112915 | 0.0331 | 0.0364 | 0.0032 | 1.192525 | 1.195766 |
| 2459593 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 44.935291 | 16.063048 | 79.704892 | 85.371682 | 31.440816 | 38.101188 | 25.550727 | 12.152062 | 0.0333 | 0.0356 | 0.0033 | 1.231424 | 1.208197 |
| 2459592 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 3.057132 | 1.561341 | 6.408303 | 7.124989 | 2.947006 | 1.932071 | 4.038946 | 0.680532 | 0.0270 | 0.0275 | 0.0004 | nan | nan |
| 2459591 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 29.619053 | 19.696146 | 94.694074 | 99.025785 | 27.229503 | 32.609412 | 13.760992 | 2.447099 | 0.0347 | 0.0377 | 0.0036 | 1.152524 | 1.159409 |
| 2459590 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 35.984770 | 22.733248 | 87.893322 | 92.345941 | 29.481935 | 35.205676 | 19.809064 | 4.691211 | 0.0337 | 0.0350 | 0.0027 | 1.200921 | 1.204730 |
| 2459589 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 40.980286 | 20.835334 | 81.517590 | 85.575537 | 17.174366 | 22.298177 | 24.187665 | 17.601376 | 0.0330 | 0.0356 | 0.0031 | 1.184624 | 1.161548 |
| 2459588 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 56.199919 | 15.053743 | 94.576800 | 104.454358 | 22.098861 | 25.060161 | 24.531462 | 13.398241 | 0.0314 | 0.0353 | 0.0025 | 1.176665 | 1.181590 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 39.706311 | 20.991358 | 132.286231 | 139.431459 | -1.594851 | 8.573211 | -4.675000 | 14.056701 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 38.701014 | 17.856867 | 31.040361 | 32.197937 | 10.136806 | 11.678690 | 25.192880 | 7.160122 | 0.0333 | 0.0366 | 0.0028 | 1.247370 | 1.224275 |
| 2459585 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 29.838140 | 26.119032 | 9.941593 | 10.701298 | 9.097776 | 10.139789 | 9.152171 | 5.689573 | 0.0296 | 0.0289 | 0.0008 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.778061 | 24.489530 | 111.399577 | 114.825626 | 15.291319 | 17.589603 | 6.700114 | 5.314351 | 0.0315 | 0.0338 | 0.0030 | 1.161116 | 1.251032 |
| 2459583 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.281116 | 18.724243 | 34.359787 | 35.362985 | 20.070569 | 23.589696 | 0.264376 | 0.576231 | 0.0355 | 0.0376 | 0.0060 | 1.177288 | 1.204109 |
| 2459582 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.375403 | 16.084021 | 30.919468 | 32.131701 | 24.185100 | 28.627830 | 0.281078 | 0.572597 | 0.0304 | 0.0337 | 0.0039 | 1.167379 | 1.169665 |
| 2459581 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 18.692320 | 22.337727 | 35.844302 | 36.272367 | 19.067399 | 23.103950 | 0.513795 | 0.679725 | 0.0326 | 0.0350 | 0.0051 | 1.175708 | 1.180031 |
| 2459580 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.259035 | 16.915883 | 35.986262 | 37.141765 | 21.195441 | 24.349697 | 0.032729 | 0.436548 | 0.0317 | 0.0346 | 0.0044 | 0.000000 | 0.000000 |
| 2459579 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 2.399353 | 1.736696 | 2.854553 | 2.511455 | 0.608398 | 0.765142 | 1.559206 | 2.769725 | 0.0290 | 0.0276 | 0.0010 | nan | nan |
| 2459577 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 18.457065 | 21.578574 | 33.290099 | 33.923817 | 21.152744 | 24.993554 | 0.360269 | 0.625105 | 0.0304 | 0.0330 | 0.0020 | 1.188023 | 1.187664 |
| 2459576 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459575 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459574 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.640143 | 15.803108 | 25.158520 | 25.857435 | 20.735425 | 24.350165 | 1.314897 | 0.916148 | 0.0307 | 0.0340 | 0.0025 | 1.196882 | 1.195050 |
| 2459573 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.202288 | 16.389430 | 43.292068 | 44.459403 | 24.909042 | 28.409695 | 1.139579 | 1.745002 | 0.0319 | 0.0344 | 0.0031 | 0.000000 | 0.000000 |
| 2459572 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.978104 | 16.369995 | 25.284464 | 26.020670 | 16.095250 | 18.084627 | 2.506400 | 3.099859 | 0.0323 | 0.0343 | 0.0036 | 1.215492 | 1.216277 |
| 2459571 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.841641 | 1.410782 | 2.768438 | 2.598057 | 1.303805 | 0.732060 | 1.589530 | 2.658912 | 0.0285 | 0.0284 | 0.0009 | nan | nan |
| 2459570 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.971100 | 20.084349 | 26.973627 | 27.563791 | 1.377703 | 1.832904 | 4.001819 | 4.182437 | 0.0430 | 0.0453 | 0.0052 | 1.136573 | 1.143869 |
| 2459569 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 18.250002 | 19.471759 | 33.234099 | 33.784386 | 10.576978 | 10.759557 | 8.435348 | 9.166387 | 0.0336 | 0.0365 | 0.0054 | 1.173861 | 1.175059 |
| 2459566 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.843701 | 15.853563 | 33.007765 | 33.724033 | 19.100121 | 21.792807 | -0.194405 | 0.006020 | 0.0307 | 0.0342 | 0.0042 | 1.214978 | 1.217994 |
| 2459565 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | -0.160317 | -0.160317 | -0.179841 | -0.179841 | 0.501946 | 0.501946 | 0.023484 | 0.023484 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.007939 | 14.182359 | 35.000633 | 35.880616 | 2.458686 | 2.453815 | 0.618204 | 0.884974 | 0.0319 | 0.0333 | 0.0028 | 1.191775 | 1.191396 |
| 2459563 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.088690 | 16.203511 | 66.851014 | 68.429858 | 19.870073 | 22.560192 | 1.697289 | 1.905975 | 0.0339 | 0.0368 | 0.0032 | 1.251566 | 1.250190 |
| 2459562 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 8.715169 | 10.249959 | 17.192255 | 17.635611 | 2.557413 | 2.803149 | 0.712427 | 0.855883 | 0.0337 | 0.0354 | 0.0051 | 1.200909 | 1.202412 |
| 2459561 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.459219 | 11.030099 | 16.375854 | 16.789770 | 2.848616 | 3.015592 | 1.139944 | 1.289204 | 0.0333 | 0.0349 | 0.0047 | 1.213563 | 1.214620 |
| 2459560 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 8.620213 | 9.969681 | 16.824611 | 17.037153 | 2.630523 | 3.096435 | 0.711206 | 0.609239 | 0.0319 | 0.0354 | 0.0035 | 1.204150 | 1.206533 |
| 2459559 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459558 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.383496 | 17.007190 | 34.464990 | 35.735114 | 21.776585 | 23.495423 | 1.290328 | 1.663057 | 0.0348 | 0.0363 | 0.0057 | 1.193435 | 1.196428 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0293 | 0.0283 | 0.0005 | nan | nan |
| 2459556 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.753196 | 17.304706 | 37.244677 | 38.711635 | 19.627984 | 21.139071 | 3.030259 | 4.107715 | 0.0325 | 0.0337 | 0.0036 | 1.190805 | 1.186278 |
| 2459554 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0318 | 0.0338 | 0.0035 | nan | nan |
| 2459553 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0302 | 0.0329 | 0.0036 | nan | nan |
| 2459552 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 18.191189 | 20.643204 | 50.249560 | 51.069455 | 29.238468 | 32.219602 | 3.207748 | 3.277070 | 0.0310 | 0.0330 | 0.0026 | 0.000000 | 0.000000 |
| 2459551 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 8.681581 | 10.014804 | 20.347408 | 20.734820 | 3.514058 | 4.295614 | 1.133501 | 1.072235 | 0.0327 | 0.0344 | 0.0037 | 1.187855 | 1.188794 |
| 2459550 | digital_ok | - | 98.35% | 98.35% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0405 | 0.0403 | 0.0007 | nan | nan |
| 2459549 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.456286 | 15.261880 | 37.783364 | 38.566652 | 21.234849 | 23.093805 | 1.145619 | 1.343623 | 0.0324 | 0.0346 | 0.0036 | 1.197174 | 1.195339 |
| 2459542 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.103956 | 21.514530 | 76.702854 | 78.195737 | 1.099763 | 1.886901 | 1.193328 | 1.485636 | 0.0327 | 0.0342 | 0.0024 | 1.183423 | 1.183712 |
| 2459541 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.436714 | 10.208178 | 38.080739 | 36.928957 | 219.240882 | 251.197895 | 6.845281 | 15.445739 | 0.0325 | 0.0365 | 0.0038 | 1.144831 | 1.141740 |
| 2459540 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.694796 | 15.127982 | 17.097539 | 17.775928 | 4.197323 | 5.258546 | 0.725836 | 1.007943 | 0.0315 | 0.0341 | 0.0018 | 1.194950 | 1.193451 |
| 2459536 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.628911 | 25.149595 | 65.387602 | 66.415823 | 29.612830 | 31.737860 | 2.493898 | 2.589869 | 0.0296 | 0.0327 | 0.0027 | 0.909551 | 0.906731 |
| 2459535 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.954870 | 12.234304 | 15.886634 | 16.314128 | 2.177301 | 5.471357 | 0.196095 | 0.546229 | 0.0341 | 0.0352 | 0.0028 | 1.215520 | 1.220575 |
| 2459534 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.442551 | 12.451454 | 14.767374 | 15.095349 | 2.300331 | 3.859732 | 0.102061 | 0.120307 | 0.0315 | 0.0331 | 0.0029 | 1.244811 | 1.243686 |
| 2459533 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.342358 | 18.725297 | 35.209971 | 36.190939 | 18.153652 | 20.834973 | 1.317388 | 1.921817 | 0.0301 | 0.0329 | 0.0013 | 1.258297 | 1.250314 |
| 2459532 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.007701 | 21.703684 | 47.447017 | 49.058855 | 22.451250 | 25.594038 | 0.796036 | 1.179747 | 0.0310 | 0.0334 | 0.0017 | 0.000000 | 0.000000 |
| 2459530 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 8.937270 | 10.689737 | 15.008248 | 15.338062 | 3.537346 | 4.311609 | 0.596975 | 0.601386 | 0.0327 | 0.0340 | 0.0023 | 1.192824 | 1.196593 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.352020 | 26.290600 | 53.331788 | 54.733230 | 40.466234 | 35.030558 | 0.101453 | 0.699018 | 0.0307 | 0.0345 | 0.0034 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 21.199582 | 21.488132 | 51.984225 | 52.355979 | 39.682454 | 48.616977 | 14.583254 | 13.920725 | nan | nan | nan | 1.693448 | 1.690982 |
| 2459522 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.531931 | 22.534492 | 51.105217 | 53.088780 | 10.704973 | 23.548838 | 1.405165 | 2.093572 | 0.0326 | 0.0346 | 0.0030 | 0.914088 | 0.916809 |
| 2459513 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 2.230011 | 1.902735 | 2.840236 | 2.852059 | 0.475069 | 0.566793 | 1.061509 | 2.136077 | 0.0297 | 0.0323 | 0.0010 | nan | nan |
| 2459508 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 24.744663 | 29.387295 | 49.849624 | 51.597886 | 18.094900 | 15.574374 | 12.877525 | 14.925882 | 0.0308 | 0.0363 | 0.0042 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 21.644704 | 28.433863 | 46.774823 | 49.909814 | 7.091540 | 9.850528 | 0.722382 | 1.917415 | 0.0311 | 0.0362 | 0.0044 | 1.213982 | 1.220471 |
| 2459503 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 25.194479 | 28.185178 | 82.480604 | 84.400163 | 33.762922 | 33.344043 | 2.336985 | 3.110838 | 0.0277 | 0.0338 | 0.0061 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Temporal Discontinuties | 1.793914 | 1.108114 | 0.294813 | -0.661185 | 0.496715 | -0.404833 | 0.686091 | -0.220271 | 1.793914 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Power | 1.358211 | 0.196683 | -0.173633 | -0.099313 | 1.358211 | -0.106624 | 1.281669 | -0.433522 | 1.153995 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Temporal Discontinuties | 3.124422 | -0.016345 | 0.624806 | 1.113404 | -0.704413 | 1.199409 | 0.308938 | 3.124422 | -0.392073 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Temporal Discontinuties | 8.397685 | 1.386254 | 1.054501 | -0.384621 | 0.155496 | -1.180220 | 2.740636 | 8.397685 | 0.550335 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Temporal Discontinuties | 1.852607 | 0.945570 | 0.512473 | -0.323465 | 0.267814 | -0.773690 | 0.563385 | 1.852607 | -0.269505 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Variability | 1.438703 | 0.594158 | 0.812261 | 0.402591 | -0.242294 | 1.438703 | -1.007808 | -0.164476 | 1.373600 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Temporal Discontinuties | 7.549018 | 1.175191 | 0.850309 | -0.313049 | -0.835222 | -1.026668 | -0.228607 | 7.549018 | 0.803972 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Shape | 1.251561 | 1.251561 | 0.943227 | 0.231544 | -0.376513 | -0.505150 | 0.154540 | 1.173254 | -0.469502 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Shape | 1.244381 | 0.668196 | 1.244381 | -0.802882 | 0.501349 | 0.524716 | -0.948640 | -0.619573 | 0.143534 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Temporal Discontinuties | 3.244008 | 0.123354 | 0.237224 | 2.853137 | -0.834295 | 1.784046 | -1.537199 | 3.244008 | -0.663947 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Temporal Discontinuties | 2.663715 | 0.195577 | 0.096224 | 1.032488 | -0.089663 | 0.708929 | -1.034167 | 2.663715 | -0.868615 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Temporal Discontinuties | 1.419025 | -0.694515 | -0.197429 | -0.710389 | 0.775107 | -0.371030 | 1.290251 | -0.400469 | 1.419025 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Temporal Discontinuties | 5.704266 | 1.823919 | 1.741174 | -0.984548 | 1.211770 | 1.655912 | -0.779600 | 0.205884 | 5.704266 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Variability | 8.470829 | 1.667158 | 2.922475 | 2.283492 | 7.217977 | 3.950450 | 8.470829 | 0.604284 | -2.788157 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 1.389740 | 0.746457 | -0.573945 | 1.389740 | -1.195387 | 0.461775 | -1.310315 | -2.096399 | 0.873274 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 1.190271 | -0.581392 | 0.462383 | -1.293971 | 1.190271 | -1.299482 | 0.665540 | 1.004705 | -1.746576 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Variability | 4.966540 | 1.249130 | 1.959729 | 1.557177 | 4.757005 | 1.501039 | 4.966540 | 0.363737 | -2.077033 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 6.642558 | 1.676962 | 2.556742 | 2.344669 | 6.642558 | 1.587820 | 4.921222 | 0.005603 | -2.016826 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 7.664977 | 3.101349 | 2.055056 | 7.664977 | 2.593965 | 6.806067 | 3.423251 | -2.789202 | 1.094751 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 1.378675 | 0.705869 | -0.425485 | 1.378675 | -1.167127 | 0.132670 | -1.189000 | -2.135501 | 0.171772 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 0.990959 | -0.641392 | 0.378357 | -1.285523 | 0.990959 | -1.224656 | -0.279097 | 0.339873 | -1.839549 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 8.873828 | 2.609355 | 3.446889 | 3.157399 | 8.873828 | 0.860278 | 7.181864 | -0.101588 | -3.148752 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 2.989700 | 1.123980 | 1.337984 | 2.989700 | 0.663355 | 0.611605 | 1.277523 | 1.067905 | 2.025946 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 5.644785 | 1.621468 | 2.534557 | 1.433087 | 5.644785 | 1.716838 | 4.316229 | 2.352046 | -2.561009 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Variability | 14.729193 | 3.184395 | 1.972597 | 7.868093 | 2.253527 | 14.729193 | 4.273967 | -4.269480 | 4.315844 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Temporal Discontinuties | 0.579543 | -0.288668 | -1.062505 | -0.028482 | -1.320812 | -1.021426 | -1.434250 | -1.280852 | 0.579543 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 3.027210 | 1.315694 | 0.222350 | 3.027210 | -0.190051 | 2.069619 | 0.027251 | -2.183018 | 0.939884 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 2.500200 | 0.078898 | 0.770433 | -0.067134 | 2.500200 | -0.700457 | 1.919168 | 0.580136 | -1.828241 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Variability | 2.233569 | 1.278460 | 0.239556 | 2.113471 | -0.579643 | 2.233569 | -0.830935 | -2.052952 | 0.003232 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 2.019573 | 1.023258 | -0.300451 | 2.019573 | -0.590123 | 1.804302 | -0.995994 | -2.544325 | 0.006630 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 2.564795 | -0.189257 | 1.462427 | -0.550220 | 2.564795 | -0.547030 | 1.684445 | 0.453274 | -2.064730 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Variability | 8.902418 | 2.929717 | 1.449433 | 8.785603 | 2.783092 | 8.902418 | 1.122067 | -1.531834 | 1.448985 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Variability | 10.510171 | 4.013924 | 2.619156 | 8.446693 | 2.706082 | 10.510171 | 3.117619 | -1.734688 | 0.425302 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 2.180653 | 1.261801 | 0.200813 | 2.180653 | -0.887353 | 1.198098 | -1.116671 | -2.607635 | 1.476731 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 4.399943 | 1.682076 | 0.757568 | 4.399943 | 0.748399 | 1.963797 | 0.776643 | -2.253053 | 1.025815 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 192.591010 | 5.802131 | 3.448443 | 10.235310 | 5.234243 | 47.418603 | 48.201264 | 192.591010 | 177.913132 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | Not Found | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 227.523711 | 8.832476 | 5.310517 | 18.697931 | 10.021180 | 38.486215 | 32.837731 | 227.523711 | 211.919519 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 12.154614 | 2.941944 | 1.623558 | 12.154614 | 4.004683 | 9.305292 | 1.848280 | -3.177039 | 1.775971 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 3.126232 | 0.361253 | 1.514521 | 0.156438 | 3.126232 | -0.171290 | 2.657683 | 0.529368 | -1.896362 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 120.551265 | 5.157864 | 7.820575 | 4.489676 | 8.878304 | 31.684246 | 36.425761 | 110.444639 | 120.551265 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 127.693559 | 4.843961 | 7.183259 | 3.954435 | 8.543862 | 6.961914 | 9.324015 | 116.010981 | 127.693559 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 142.654517 | 6.044746 | 9.293740 | 4.000484 | 9.456476 | 14.484131 | 14.334709 | 129.603347 | 142.654517 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Variability | 10.597818 | 1.612318 | 3.095465 | 2.632457 | 9.550758 | 3.599844 | 10.597818 | 1.060017 | -2.264979 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 132.919876 | 6.984738 | 4.639399 | 8.471295 | 3.730339 | 14.985667 | 13.750367 | 132.919876 | 120.770512 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 84.235343 | 4.326552 | 6.270726 | 3.367683 | 7.711279 | 21.344033 | 25.914772 | 76.345125 | 84.235343 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 102.772566 | 3.442161 | 5.065102 | 1.776850 | 5.005594 | 14.977539 | 13.651343 | 91.814431 | 102.772566 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 144.190111 | 4.904131 | 7.462191 | 2.542881 | 6.579709 | 27.349763 | 25.065310 | 128.935235 | 144.190111 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 76.244643 | 3.873617 | 5.843926 | 1.831809 | 5.727268 | 7.774177 | 7.322662 | 68.200257 | 76.244643 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 9.691475 | 4.315630 | 2.544367 | 9.691475 | 2.795536 | 8.624383 | 2.414088 | -3.177144 | 2.242907 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 46.049796 | 5.154787 | 3.367056 | 5.924380 | 1.628082 | 34.468688 | 28.664068 | 46.049796 | 40.499555 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 72.904657 | 3.837408 | 6.028519 | 1.286906 | 4.937750 | 26.474713 | 33.515168 | 64.265054 | 72.904657 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 123.851947 | 7.417129 | 5.075363 | 6.301209 | 2.311046 | 56.616483 | 52.183126 | 123.851947 | 110.194510 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 86.745426 | 7.493242 | 4.960591 | 4.305277 | 1.172173 | 20.034891 | 12.358619 | 86.745426 | 76.853089 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 84.938594 | 6.419267 | 4.276668 | 4.597930 | 1.463416 | 23.309621 | 24.702347 | 84.938594 | 75.744379 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Variability | 10.368241 | 3.621047 | 2.035817 | 10.205357 | 3.155131 | 10.368241 | 2.655536 | -2.917687 | 2.723309 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 64.031777 | 5.699249 | 8.451907 | 1.726330 | 5.036655 | 9.749658 | 11.686410 | 57.300819 | 64.031777 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 9.944790 | 1.755284 | 3.577396 | 3.534104 | 9.944790 | 2.305904 | 7.516853 | 0.004117 | -0.297036 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 23.804655 | 2.147646 | 2.767227 | 0.594294 | 2.253326 | 2.191503 | 5.894547 | 20.903680 | 23.804655 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 28.492141 | 2.456532 | 3.220785 | 1.101077 | 3.013331 | 6.820164 | 8.068748 | 25.335140 | 28.492141 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 10.739435 | 3.353420 | 1.617367 | 10.739435 | 2.843967 | 10.048420 | 2.826217 | -3.148789 | 2.887210 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 17.990554 | 0.643611 | 0.893306 | -0.782151 | -1.485598 | -0.781821 | -1.447543 | 17.062722 | 17.990554 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 19.138721 | 1.530119 | 2.224040 | 1.592802 | 3.191210 | 1.720416 | 5.192274 | 16.171517 | 19.138721 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Discontinuties | 43.738840 | 3.357263 | 5.806599 | 3.258110 | 7.141424 | 4.696938 | 6.081280 | 37.158827 | 43.738840 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Temporal Variability | 14.136955 | 2.680516 | 5.012001 | 4.420281 | 9.557547 | 14.136955 | 9.742839 | 11.819149 | 11.306505 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 9.948985 | 0.731560 | -0.902010 | 9.948985 | 3.879913 | 0.767556 | 0.417361 | -2.871775 | 0.875018 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 4.631400 | -0.832656 | 0.790576 | 1.381255 | 4.631400 | -0.476265 | 0.099218 | 0.364816 | -1.970565 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Power | 2.120625 | 1.762382 | 1.762382 | 2.120625 | 2.120625 | 0.674491 | 0.674491 | 0.674491 | 0.674491 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | nn Temporal Discontinuties | -0.515564 | -0.634893 | -0.634893 | -0.674491 | -0.674491 | -0.517454 | -0.517454 | -0.515564 | -0.515564 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Variability | 0.439386 | 0.435083 | 0.435083 | 0.403719 | 0.403719 | 0.439386 | 0.439386 | 0.439096 | 0.439096 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | N03 | digital_ok | ee Temporal Variability | 7.663923 | 0.392725 | 3.777979 | 2.468637 | 7.059166 | 2.898987 | 7.663923 | 0.070941 | -2.537320 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | ee Temporal Discontinuties | 12.014390 | 1.688760 | -0.519361 | 10.498311 | 3.627572 | 8.293500 | 1.698589 | 12.014390 | 4.320158 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | ee Power | 4.924969 | 1.686157 | -0.147877 | 4.924969 | 1.567032 | 1.342339 | -0.241370 | 3.257530 | 0.909019 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | ee Power | 10.574415 | 0.958697 | -0.735013 | 10.574415 | 3.924973 | 3.464126 | 0.696575 | -3.406314 | 0.793262 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | ee Power | 11.024764 | 1.254673 | -0.407905 | 11.024764 | 4.873418 | 4.689218 | 1.556681 | -3.658315 | 5.318859 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Temporal Variability | 49.266192 | 1.560375 | 0.119893 | 7.880512 | 3.812975 | 47.759477 | 49.266192 | -2.937871 | 0.845868 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | ee Power | 14.967692 | 2.563390 | 3.906532 | 10.067254 | 14.967692 | -0.309872 | -3.355364 | -4.969029 | -10.263339 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | ee Power | 11.262932 | 2.221138 | 4.398848 | 7.529995 | 11.262932 | 3.084823 | 6.774710 | -1.068715 | -1.950800 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | ee Power | 10.581001 | 2.922455 | 5.416313 | 6.967546 | 10.581001 | 1.945450 | 7.310317 | -1.177853 | -2.126410 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | ee Power | 14.292187 | 5.253371 | 2.659158 | 14.292187 | 9.458989 | 5.304904 | 1.453248 | -2.487720 | -1.700001 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 71.667444 | 23.980904 | 18.471462 | 71.667444 | 68.881858 | 18.611635 | 17.023185 | 6.113398 | 4.563308 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 59.693554 | 17.013366 | 22.045051 | 57.502577 | 59.693554 | 23.691018 | 22.383403 | 3.910056 | 5.480073 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 61.990526 | 23.979196 | 18.469667 | 61.990526 | 59.555227 | 15.203293 | 15.651465 | 4.514330 | 3.413828 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 83.403827 | 21.677356 | 27.071699 | 80.754030 | 83.403827 | 30.266381 | 30.676329 | 5.527495 | 6.891034 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 61.944753 | 20.332701 | 15.984325 | 61.944753 | 59.389586 | 9.863970 | 10.629952 | 1.599116 | 1.209642 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 62.913149 | 27.613568 | 22.996365 | 62.913149 | 60.841987 | 36.945258 | 33.527569 | 6.807060 | 6.778028 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Shape | 12.677631 | 12.677631 | 12.609798 | 10.872195 | 10.040045 | 1.814643 | 1.412878 | 8.876540 | 5.189476 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 85.375756 | 18.087431 | 22.281985 | 82.361292 | 85.375756 | 32.903817 | 32.364620 | 32.756332 | 29.951608 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 64.204420 | 19.067187 | 24.125650 | 61.850505 | 64.204420 | 15.708113 | 19.033158 | 10.080679 | 11.620483 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Temporal Discontinuties | 2.728788 | -0.112814 | 0.115082 | -0.621667 | -0.837804 | 0.232962 | 0.391070 | 1.645917 | 2.728788 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 124.045153 | 28.751591 | 23.630746 | 124.045153 | 120.167353 | 54.584153 | 54.733401 | 9.978310 | 8.616508 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Shape | 13.417858 | 13.164321 | 13.417858 | 8.209010 | 8.988873 | 2.346205 | 2.658684 | 6.161800 | 9.669044 |